Generated on: 2025-07-10 13:27:28
Data Source: Neon Database (single source of truth)
Analysis: PCA projection showing how well Old and New Testament books separate in embedding space.
Analysis: Books grouped by literary and theological categories (Law, Wisdom, Prophets, Gospels, Epistles, etc.).
Analysis: t-SNE projection revealing natural clusters and relationships between books.
Analysis: Heatmap showing average similarities between different biblical book categories.
Analysis: Detailed heatmap showing similarities between every OT and NT book pair.
Analysis: How chapters cluster within individual books, showing narrative progression.
Analysis: Books categorized by literary genre (Narrative, Poetry, Prophetic, Legal, Epistolary, Apocalyptic).
Analysis: Network graph showing high-similarity connections between books.
🌐 Open Interactive Analysis (requires modern web browser)
Features: Zoom, pan, hover details, and multiple perspective views in one interactive interface.
⚠️ Limited separation: Old and New Testaments show significant thematic overlap. This could indicate strong continuity in themes across testaments.
These book pairs show the highest thematic similarity across testaments:
0.8630.8590.8500.8480.8440.8400.8350.8340.8330.832Most semantically similar books: 1. Judges (OT,
Historical): 0.891 2. Joshua (OT,
Historical): 0.881 3. Exodus (OT, Law
(Torah)): 0.880 4. Numbers (OT, Law
(Torah)): 0.879 5. Deuteronomy (OT, Law
(Torah)): 0.873
Most semantically similar books: 1. Ezekiel (OT,
Major Prophets): 0.927 2. Jeremiah (OT,
Major Prophets): 0.921 3. Psalm (OT,
Other): 0.891 4. Micah (OT, Minor
Prophets): 0.887 5. Lamentations (OT,
Major Prophets): 0.872
Most semantically similar books: 1. Luke (NT,
Gospels): 0.971 2. Mark (NT, Gospels):
0.964 3. John (NT, Gospels):
0.932 4. Acts (NT, Early Church):
0.866 5. Ezekiel (OT, Major Prophets):
0.848
Most semantically similar books: 1. 1 Corinthians
(NT, Paul’s Epistles): 0.888 2. Galatians
(NT, Paul’s Epistles): 0.876 3. 2
Corinthians (NT, Paul’s Epistles): 0.873 4.
Colossians (NT, Paul’s Epistles): 0.862 5.
Philippians (NT, Paul’s Epistles):
0.855
Most semantically similar books: 1. Daniel (OT,
Major Prophets): 0.863 2. Ezekiel (OT,
Major Prophets): 0.859 3. Isaiah (OT,
Major Prophets): 0.850 4. Matthew (NT,
Gospels): 0.842 5. Luke (NT, Gospels):
0.827
Law (Torah): Genesis, Exodus, Leviticus, Numbers, Deuteronomy
Historical: Joshua, Judges, Ruth, 1 Samuel, 2 Samuel, 1 Kings, 2 Kings, 1 Chronicles, 2 Chronicles, Ezra, Nehemiah, Esther
Wisdom: Job, Psalms, Proverbs, Ecclesiastes, Song of Solomon
Major Prophets: Isaiah, Jeremiah, Lamentations, Ezekiel, Daniel
Minor Prophets: Hosea, Joel, Amos, Obadiah, Jonah, Micah, Nahum, Habakkuk, Zephaniah, Haggai, Zechariah, Malachi
Gospels: Matthew, Mark, Luke, John
Early Church: Acts
Paul’s Epistles: Romans, 1 Corinthians, 2 Corinthians, Galatians, Ephesians, Philippians, Colossians, 1 Thessalonians, 2 Thessalonians, 1 Timothy, 2 Timothy, Titus, Philemon
General Epistles: Hebrews, James, 1 Peter, 2 Peter, 1 John, 2 John, 3 John, Jude
Apocalyptic: Revelation
Analysis data is available in structured formats: -
../data/book_analysis.csv - Book metadata and categories -
../data/chapter_analysis.csv - Chapter-level data -
../data/book_similarities.csv - Similarity matrix -
../data/book_categories.json - Category definitions
results/
├── images/ # PNG visualizations
├── reports/ # Analysis reports
└── data/ # Raw data exports
This enhanced analysis was generated using embeddings-based semantic analysis with multiple visualization techniques.